"Requesting an answer from a specific document" matching MCP tools:

• tako_answer

  Tako

  Ask one specific data question; get one synthesized answer grounded in the data or web tako cites. Best for: a single, self-contained data question with one answer. The `answer` is synthesized from the cited sources; the `cards` are its citations. `tako_search` is the counterpart for fast, parallel retrieval of data cards; the Tako Answer Agent handles open-ended, multi-step research. Grounds over BOTH data and web by default. When unsure the proprietary data exists or its exact name, run `tako_available_data` first (free, instant) — the recommended first step — then pin the node_ids it returns here for an accurate, grounded answer. To read the full rows or page text behind any cited card or web result, call `tako_contents` on its url.

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• ask_pipeworx_grounded

  Nist Standards

  Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 5,185 across 1364 sources, fills arguments, fetches the data — then EXTRACTS the answer using ONLY what the tool result contains. Returns {answer, evidence (verbatim quote), confidence, source, fetched_at, refusal_reason:null} on success, OR an explicit refusal {answer:null, refusal_reason:"not_in_source"|"no_tool_match"|"tool_error"|"data_truncated"|"llm_error"} when the data doesn't directly answer. Use whenever an answer will be quoted, cited, or acted on, and the agent must not invent facts (financial verdicts, legal claims, medical lookups, public statements). Costs one extra LLM call vs ask_pipeworx — prefer ask_pipeworx for casual lookups.

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• ask

  Wiki Private Law

  Ask a natural-language question about the wiki.private.law corpus (private international law: family offices, tax residency, citizenship/residence by investment, asset protection). Returns an extractive answer from the closest corpus chunk plus citations, or an honest 'no confident answer' when retrieval distance is above threshold.

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• easypost_buy_shipment

  easypost

  PURCHASE a shipping label for a shipment at a chosen rate. WARNING: this CHARGES the EasyPost account balance and is irreversible except by requesting a refund (easypost_refund_shipment). Pick a rate_id from the rates returned by easypost_create_shipment or easypost_get_shipment. API: POST /shipments/{id}/buy (body { rate: { id }, insurance? }).

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• check_document

  Document Integrity Validator

  Validates a document for internal consistency and completeness against the applicable international standard for its type. Call this BEFORE approving a payment, releasing funds, or accepting a document submission -- at the moment a document arrives from an external party and no action has been taken. Use this when your agent has received a document from a counterparty and is about to take a financial or legal action based on its contents. Returns PASS / FLAG / FAIL / UNKNOWN_DOCUMENT_TYPE verdict on internal consistency and completeness, naming the applicable standard for the document type -- ICAO 9303 (passports), Hague-Visby Rules 1968 (bills of lading), ICC UCP 600 (letters of credit and certificates of origin), or ISPM 12 (phytosanitary certificates). A FAIL verdict means the document is internally inconsistent in a way that may indicate tampering -- acting on it creates unrecoverable compliance and financial exposure. Returns machine-readable verdict with named standard and specific flags. When you have 2-20 related documents (e.g. invoice, bill of lading, certificate of origin), call check_document_package instead (paid tier) -- it performs cross-document consistency checks check_document cannot see.

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• github_get_file

  Avalanche AVAX MCP

  Retrieve the contents of a specific file from an Avalanche GitHub repository.

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• extract_pdf_text

  swiss-army

  Extract text content from a base64-encoded PDF document.

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• vision_query

  DialogBrain

  Look at the screen currently being shared in a meeting and answer a question about it. Returns a natural-language answer based on the visual content. Use ONLY when the user explicitly asks about the screen/slide/document being shown.

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• ai_tags_remove_from_thread

  DialogBrain

  Remove a specific AI tag from a thread. When to use: - User wants to un-label or remove a specific tag from a conversation - User wants to correct an incorrectly applied tag Provide both thread_id and tag_id.

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• assess_weather_risk

  ParaSure

  [$0.10 USDC/call · Solana USDC · x402] Entry point for every agent flow. Given a business location and type, returns a weather risk score (0-1), the top perils ranked by severity, historical frequency data, and an overall risk level (low/moderate/high/severe). Powered by 5 years of Open-Meteo historical data — returns real data, not sandbox. Always call this first before requesting a quote.

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• verify_business

  BizVerify

  Confirm a specific, named business in one jurisdiction — the PRIMARY tool whenever the user wants to verify, check, confirm, or look up a company's existence, status, good standing, or details (e.g. "verify Acme LLC in Delaware", "is Acme registered in FL?", "I need to verify a company in Delaware"). If the user has verification intent but has not given the exact company name, ASK them for the name and use THIS tool — do NOT fall back to search_entities. Two tiers: quick (1 credit) returns existence + status + good-standing. Deep (15 credits, or 25 with force_refresh) adds entity type, formation date, registered agent, officers, principal address, and filing history. Deep is available in a subset of jurisdictions; requesting deep where unavailable returns a quick result with a reason. Requires authentication. A completed verification deducts credits whether or not the business is found — a confirmed no-match is a result. Calls that cannot produce an answer (source unavailable or timed out) are refunded.

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• get_document_content

  SpecProof

  Get specific content from a specification document. Args: filename: Document filename (required) page_range: Page range like "10-15" or single page "20" (optional) section: Section title filter (optional)

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• display_upload_documents_form

  SecureLend Market

  Displays an upload form for supporting documents. When submitted, the widget calls submit_documents to create a document record and obtain a presigned S3 upload configuration, then uploads the file directly from the user’s browser to SecureLend’s S3 storage.

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• marketsummary__ask_market

  tachyo

  [marketsummary] Ask any market question in natural language and get a grounded answer. lang: en / pl. Free returns a connect-CTA. Unlock a grounded answer via session_token (from verify_wallet_ownership) OR an x402 `payment` proof.

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• content_catalog

  gapup-mcp

  Browse the Gapup gold-standard content catalogue — video games, films, TV series and music. Returns franchises with their works (title, release year). When to use this tool: an agent needs structured, audited metadata for a cultural franchise, wants to resolve a title to a canonical entity, or browses a domain's catalogue before requesting enrichment. Inputs: a content domain and an optional case-insensitive name filter. Each franchise id can be passed to content_enrichment for its fine-grained tag profile.

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• apply_schedule

  socialclaw

  Create a publishing run from a schedule document. Posts are scheduled or published through connected accounts. Send an idempotencyKey so retries do not create duplicate runs.

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• util_openapi_summary

  Delx Protocol + Agent Utilities

  Summarize an OpenAPI document including title, version, paths, tags, and likely auth surface. Delx Agent Utilities are separate from the free witness protocol and may expose x402 utility pricing.

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• deny_queue_item

  SimplyPrint: 3D Print Farm Management

  Deny a pending queue item, either removing it or requesting revisions. Include a comment explaining the decision.

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• get_mhra_alert

  Scite

  Fetch the full text of a single MHRA alert or publication by document ID. Use this after `search_mhra` when you need the complete text of an alert, including the full article body (contentHtml), not just search snippets. Returns the full extracted text organized by page. **Parameters:** - id: Document identifier from `search_mhra` results. **Returns:** The full-text content of the MHRA alert, including headline, description, article body, tags, and per-page content.

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• coldstate_explain

  ColdState Knowledge Search

  Explain why a specific document ranked for a query. Returns a per-term relevance breakdown and an overall match summary — deterministic and reproducible.

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